Advances in blast-induced impact prediction—A review of machine learning applications
Rock fragmentation in mining and construction industries is widely achieved using drilling
and blasting technique. The technique remains the most effective and efficient means of …
and blasting technique. The technique remains the most effective and efficient means of …
[HTML][HTML] Blast-induced ground vibration prediction in granite quarries: An application of gene expression programming, ANFIS, and sine cosine algorithm optimized …
Blasting of rocks has intrinsic environmental impacts such as ground vibration, which can
interfere with the safety of lives and property. Hence, accurate prediction of the …
interfere with the safety of lives and property. Hence, accurate prediction of the …
A chaos recurrent ANFIS optimized by PSO to predict ground vibration generated in rock blasting
W Zhu, HN Rad, M Hasanipanah - Applied Soft Computing, 2021 - Elsevier
The use of explosives is a common and economical method to fragment and/or displace
hard rocks in tunnels and surface and underground mines. Ground vibration, as a side …
hard rocks in tunnels and surface and underground mines. Ground vibration, as a side …
An ANN-adaptive dynamical harmony search algorithm to approximate the flyrock resulting from blasting
M Hasanipanah, B Keshtegar, DK Thai… - Engineering with …, 2022 - Springer
Blasting is the cheapest and most common method of rock excavation. The basic purpose of
blasting is to breakage and displacement of rock mass and, on the other hand, it has some …
blasting is to breakage and displacement of rock mass and, on the other hand, it has some …
Evolving support vector regression using Grey Wolf optimization; forecasting the geomechanical properties of rock
C Xu, M Nait Amar, MA Ghriga, H Ouaer… - Engineering with …, 2022 - Springer
The geomechanical properties of rock, including shear strength (SS) and uniaxial
compressive strength (UCS), are very important parameters in designing rock structures. To …
compressive strength (UCS), are very important parameters in designing rock structures. To …
Advanced analytics for rock blasting and explosives engineering in mining
JLV Mariz, A Soofastaei - … Leverage Advanced Analytics in Mining Industry …, 2022 - Springer
Blasting is a fundamental operation in the mining of metal and non-metal mine sites. There
is a historical story of using explosive material in both underground and surface mines sites …
is a historical story of using explosive material in both underground and surface mines sites …
Prediction of blast-induced ground vibration in a mine using relevance vector regression optimized by metaheuristic algorithms
H Fattahi, M Hasanipanah - Natural Resources Research, 2021 - Springer
Prediction of ground vibration induced by blasting operations is a crucial challenge to
engineers working in surface mines. This study aims to assess the efficiency of two …
engineers working in surface mines. This study aims to assess the efficiency of two …
A hybrid artificial bee colony algorithm and support vector machine for predicting blast-induced ground vibration
Because nearby construction has harmful effects, precisely predicting blast-induced ground
vibration is critical. In this paper, a hybrid artificial bee colony (ABC) and support vector …
vibration is critical. In this paper, a hybrid artificial bee colony (ABC) and support vector …
Novel extreme learning machine-multi-verse optimization model for predicting peak particle velocity induced by mine blasting
Peak particle velocity (PPV) is an important criterion for assessing the risk level of ground
vibration induced by mine blasting. Based on this criterion, many efforts to predict accurately …
vibration induced by mine blasting. Based on this criterion, many efforts to predict accurately …
Enhancing predictions of blast-induced ground vibration in open-pit mines: Comparing swarm-based optimization algorithms to optimize self-organizing neural …
The objective of this paper is to present a method for predicting blast-induced ground
vibration in open-pit mines that is based on the use of self-organizing neural networks …
vibration in open-pit mines that is based on the use of self-organizing neural networks …